初始化项目，由ModelHub XC社区提供模型

Model: cs-552-2026-flab/multilingual_model
Source: Original Platform

hydra/.hydra/config.yaml

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+model:
+  hf_id: Qwen/Qwen3-1.7B
+  local_path: /shared-ro/models/Qwen3-1.7B
+  dtype: bfloat16
+  attn_impl: flash_attention_2
+  max_model_len: 4096
+data:
+  name: nemotron_math
+  loader: load_nemotron_math
+  kwargs:
+    limit: 50000
+    split: train
+    max_total_tokens: 3800
+    seed: 0
+training:
+  recipe: sft
+  epochs: 1
+  per_device_train_batch_size: 1
+  gradient_accumulation_steps: 16
+  learning_rate: 5.0e-06
+  warmup_ratio: 0.03
+  lr_scheduler_type: cosine
+  gradient_checkpointing: true
+  bf16: true
+  max_seq_length: 4096
+  max_steps: -1
+  max_grad_norm: 1.0
+  optim: adamw_torch
+  assistant_only_loss: true
+  logging_steps: 10
+  save_steps: 500
+  save_total_limit: 2
+  report_to: wandb
+  qlora: false
+  lora_r: 16
+  lora_alpha: 32
+  lora_dropout: 0.05
+  lora_target_modules:
+  - q_proj
+  - k_proj
+  - v_proj
+  - o_proj
+  - gate_proj
+  - up_proj
+  - down_proj
+  deepspeed: configs/deepspeed_zero2.json
+  adapter_model_dir: null
+domain:
+  name: multilingual
+  thinking_mode: false
+  benchmark: multilingual
+  languages:
+  - it
+  - es
+  - zh
+  - ru
+  - hi
+  target_format: boxed
+  max_options: 20
+  reward_fn: multilingual
+  system_instruction: Choose the best option. Do not write an explanation. Return
+    exactly one final answer in the form \boxed{LETTER}.
+  template_boxed_instruction: Choose the best option. Do not write an explanation.
+    Return exactly one final answer in the form \boxed{LETTER}.
+post_train:
+  enabled: false
+  merge_adapter: false
+  merged_output_dir: null
+  domain_override: null
+  evals: []
+seed: 42
+run_id: ${now:%Y%m%d_%H%M%S}
+output_dir: /scratch/checkpoints/multilingual/a42-success-recipe-20260530/qwen-success-r64/merged
+wandb:
+  project: flab-cs552
+  entity: cs-552-2026-flab
+  mode: null
+  tags: []
+  notes: null
+eval:
+  model_dir: null
+  rows_source: samples
+  method: null
+  system_prompt: null
+  use_domain_system_prompt: false
+  force_domain_template: false
+  'n': 8
+  temperature: 0.7
+  top_p: 0.95
+  max_model_len: 4096
+  max_tokens: 4096
+  samples_dir: null
+push:
+  model_dir: /scratch/checkpoints/multilingual/a42-success-recipe-20260530/qwen-success-r64/sft
+  base_model_dir: null
+es:
+  base_model_dir: null
+  data: null
+hf_push:
+  enabled: false
+  org: cs-552-2026-flab
+  repo: null
+  private: false
+  vllm_validate: true
+  commit_message: null
+validate_after_train: false
+vllm_validate: true